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Stop Overthinking Error Messages—They’re Instructions, Not Mysteries 

 February 16, 2025

By  Joe Habscheid

Summary: Technical error messages are not narratives. They lack context, intent, and human stakes—the very things that make a story. Yet, understanding them is crucial for anyone working with software, finance, or any system where automated responses dictate actions. Here, we break down why error messages exist, what they communicate, and how their meaning can be misinterpreted when we try to extract a “story” from them.


Error Messages Are Not Stories

When you see an error message, such as a JSON response stating, “Insufficient account balance,” there’s no character or event unfolding in the traditional sense. This is mere data being processed and presented in a way computers understand. Humans interpret stories; computers execute commands. Trying to find a “story” in an alert designed to prevent an invalid transaction misunderstands what’s happening.

Why Error Messages Exist

Systems are built with safeguards. An error message exists to communicate that an operation cannot proceed as intended. If you don’t have enough money in an account, attempting a transaction will trigger a message preventing it from going through. This isn’t a story—it’s a safeguard.

Think of it like a road sign that warns drivers of a sharp turn. The sign isn’t telling a story about an accident that could happen; it’s simply alerting you to an obstacle ahead.

The Risk of Misinterpreting Technical Messages

Many people misunderstand error messages by trying to read between the lines. A JSON response stating “insufficient funds” doesn’t indicate fraud, bank failure, or a conspiracy—it’s simply a system preventing a transaction due to a lack of funds. Misinterpretation leads to unnecessary frustration and often misplaced blame.

In customer service, this happens often. Someone sees an error and assumes their money was stolen or that the system is broken when, in reality, the conditions for the transaction were not met. Instead of solving the problem, they fixate on a perceived “story” behind the rejection, wasting time and energy.

How to Properly Interpret an Error Message

Rather than searching for meaning beyond what is stated, approach error messages methodically:

  • Read literally: The message is telling you something specific—not hinting at a deeper issue.
  • Understand system constraints: If your account balance is too low, the system can’t process your request. That’s it.
  • Seek solutions, not stories: Instead of asking, “Why is this happening to me?”, ask, “What do I need to do next?”

Conclusion

Technical messages are not narratives—they are direct indicators of system states and actions. Trying to force a story into an automated response leads to confusion and unnecessary frustration. The right approach is to see these messages for what they are: practical indicators of what to correct, rather than cryptic clues to a larger, imagined problem.

#ErrorMessages #TechLiteracy #ProblemSolving #SystemCommunication

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Featured Image courtesy of Unsplash and Steve Ding (T42j_xLOqw0)

Joe Habscheid


Joe Habscheid is the founder of midmichiganai.com. A trilingual speaker fluent in Luxemburgese, German, and English, he grew up in Germany near Luxembourg. After obtaining a Master's in Physics in Germany, he moved to the U.S. and built a successful electronics manufacturing office. With an MBA and over 20 years of expertise transforming several small businesses into multi-seven-figure successes, Joe believes in using time wisely. His approach to consulting helps clients increase revenue and execute growth strategies. Joe's writings offer valuable insights into AI, marketing, politics, and general interests.

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